Prospects and challenges of Metaverse application in data‐driven intelligent transportation systems

JN Njoku, CI Nwakanma, GC Amaizu… - IET Intelligent Transport …, 2023 - Wiley Online Library
The Metaverse is a concept used to refer to a virtual world that exists in parallel to the
physical world. It has grown from a conceptual level to having real applications in virtual …

A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with artificial intelligence techniques

M Nazar, MM Alam, E Yafi, MM Su'ud - IEEE Access, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) is one of the emerging technologies. In recent decades, artificial
intelligence (AI) has gained widespread acceptance in a variety of fields, including virtual …

Software engineering for AI-based systems: a survey

S Martínez-Fernández, J Bogner, X Franch… - ACM Transactions on …, 2022 - dl.acm.org
AI-based systems are software systems with functionalities enabled by at least one AI
component (eg, for image-, speech-recognition, and autonomous driving). AI-based systems …

Survey on scenario-based safety assessment of automated vehicles

S Riedmaier, T Ponn, D Ludwig, B Schick… - IEEE …, 2020 - ieeexplore.ieee.org
When will automated vehicles come onto the market? This question has puzzled the
automotive industry and society for years. The technology and its implementation have …

Verification and validation methods for decision-making and planning of automated vehicles: A review

Y Ma, C Sun, J Chen, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Verification and validation (V&V) hold a significant position in the research and development
of automated vehicles (AVs). Current literature indicates that different V&V techniques have …

A software engineering perspective on engineering machine learning systems: State of the art and challenges

G Giray - Journal of Systems and Software, 2021 - Elsevier
Context: Advancements in machine learning (ML) lead to a shift from the traditional view of
software development, where algorithms are hard-coded by humans, to ML systems …

Finding critical scenarios for automated driving systems: A systematic mapping study

X Zhang, J Tao, K Tan, M Törngren… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Scenario-based approaches have been receiving a huge amount of attention in research
and engineering of automated driving systems. Due to the complexity and uncertainty of the …

A survey of algorithms for black-box safety validation of cyber-physical systems

A Corso, R Moss, M Koren, R Lee… - Journal of Artificial …, 2021 - jair.org
Autonomous cyber-physical systems (CPS) can improve safety and efficiency for safety-
critical applications, but require rigorous testing before deployment. The complexity of these …

Requirements engineering for artificial intelligence systems: A systematic mapping study

K Ahmad, M Abdelrazek, C Arora, M Bano… - Information and Software …, 2023 - Elsevier
Context: In traditional software systems, Requirements Engineering (RE) activities are well-
established and researched. However, building Artificial Intelligence (AI) based software …

Emerging cybersecurity and privacy threats to electric vehicles and their impact on human and environmental sustainability

Z Muhammad, Z Anwar, B Saleem, J Shahid - Energies, 2023 - mdpi.com
With the global energy crisis, increasing demand, and a national-level emphasis on electric
vehicles (EVs), numerous innovations are being witnessed throughout the EV industry. EVs …